Career Intelligence Universe
Product & Program Careers
Product managers, owners, and technical program leaders — prioritisation and stakeholder judgment under AI.
What this cohort is: Product & program cohorts coordinate discovery, delivery, and tradeoffs. AI drafts artifacts; humans still own outcomes.
- 9 individually researched roles linked below
- AI patterns use published Index tiers only — no invented family scores
- Next step: personal assessment → skill gaps → learning → proof → opportunities
Roles included (researched)
Only individually researched occupations are listed with Index tiers. Related directory titles appear on the coverage map as taxonomy-mapped — not as fake research.
Evidence note: AI exposure tiers below come only from JR’s published AI Job Risk Index for individually researched occupations. Taxonomy-mapped titles are discoverable but are not individually scored.
AI impact pattern
Pattern derived only from published AI Job Risk Index tiers for researched roles in this family.
High automation pressure
0 researched roles in this set (published Index: high).
Augmentation-heavy
6 researched roles (published Index: moderate).
Human-led / AI-assisted
2 researched roles (published Index: low).
Common responsibilities
Aggregated from JR’s role taxonomy dimensions for the researched occupations above — not scraped job ads.
- Planning — appears in 9 researched roles in this set
- Communication — appears in 8 researched roles in this set
- Management — appears in 5 researched roles in this set
- Judgment — appears in 4 researched roles in this set
- Execution — appears in 1 researched role in this set
- Analysis — appears in 1 researched role in this set
Human advantage
- Leadership — shared across 7 researched roles
- Relationships — shared across 5 researched roles
- Judgment — shared across 4 researched roles
- Domain expertise — shared across 4 researched roles
- Accountability — shared across 2 researched roles
Career family branches
Product management, ownership, and technical program leadership.
- Product Management
- Product Ownership
- Technical Program Management
- AI Product
Typical moves & adjacent careers
- sde to tpm (software-developer → technical-program-manager)
- sde to technical product manager (software-developer → technical-product-manager)
- sdm to tpm (engineering-manager → technical-program-manager)
- sdm to product manager (engineering-manager → product-manager)
- sdm to technical product manager (engineering-manager → technical-product-manager)
- tpm to technical product manager (technical-program-manager → technical-product-manager)
- tpm to product manager (technical-program-manager → product-manager)
- tpm to engineering manager (technical-program-manager → engineering-manager)
- tpm to solutions architect (technical-program-manager → solutions-architect)
- pm to technical product manager (product-manager → technical-product-manager)
- pm to program manager (product-manager → program-manager)
- pm to product operations (product-manager → product-operations)
What can I move into? · Skills that survive across careers
Learning & proof
Academy topics and public guides already wired to these roles:
- How AI Shows Up at Work Today
- Prompt Engineering Techniques (Chain-of-Thought, ReAct)
- Retrieval-Augmented Generation (RAG) Architecture
- Kinds of AI (Generative, Predictive, and More)
- What is AI?
- AI Terms You Should Know
- Git Core Concepts & Branching
- Function Calling & Tool Integration
Also: Upskill Academy · Excel at Work · Freelance projects · Job board
Degrees that commonly lead here
Related Career Intelligence
Get your personal AI exposure score
Public maps explain the role family. Your score uses your real responsibilities, skills, and proof — then connects to learning, frameworks, and opportunities.
Updated 2026-09-15. Methodology: how scoring works · research · coverage & evidence depths.